Bio-Inspired Artificial Intelligence Multimorbidity Score for Human-Machine Clinical Risk Stratification.

Liang J, Liu Y, Wang W, Xie Z, Lin Y, Qi J, Cai Y, He Y, Liang Y, Chen Y, Zhao S, Cheng Z, Wu F, Zhao H, Liang X, Zhang K, Yuan Y, Ni J, Lei X, Yao L, Liu Y, Huang Z, Lin D, Yin W, Liang H, Guo Z, Wei Q, He F, Jiang M, Zhong N, Liang Q, He J

Open source

DOI: 10.34133/cbsystems.0691
Published: 2026
Container: Cyborg and bionic systems (Washington, D.C.)
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.34133/cbsystems.0691,
  title = {Bio-Inspired Artificial Intelligence Multimorbidity Score for Human-Machine Clinical Risk Stratification.},
  author = {Liang J and Liu Y and Wang W and Xie Z and Lin Y and Qi J and Cai Y and He Y and Liang Y and Chen Y and Zhao S and Cheng Z and Wu F and Zhao H and Liang X and Zhang K and Yuan Y and Ni J and Lei X and Yao L and Liu Y and Huang Z and Lin D and Yin W and Liang H and Guo Z and Wei Q and He F and Jiang M and Zhong N and Liang Q and He J},
  year = {2026},
  journal = {Cyborg and bionic systems (Washington, D.C.)},
  doi = {10.34133/cbsystems.0691},
  url = {https://doi.org/10.34133/cbsystems.0691}
}

RIS

TY  - JOUR
TI  - Bio-Inspired Artificial Intelligence Multimorbidity Score for Human-Machine Clinical Risk Stratification.
AU  - Liang J
AU  - Liu Y
AU  - Wang W
AU  - Xie Z
AU  - Lin Y
AU  - Qi J
AU  - Cai Y
AU  - He Y
AU  - Liang Y
AU  - Chen Y
AU  - Zhao S
AU  - Cheng Z
AU  - Wu F
AU  - Zhao H
AU  - Liang X
AU  - Zhang K
AU  - Yuan Y
AU  - Ni J
AU  - Lei X
AU  - Yao L
AU  - Liu Y
AU  - Huang Z
AU  - Lin D
AU  - Yin W
AU  - Liang H
AU  - Guo Z
AU  - Wei Q
AU  - He F
AU  - Jiang M
AU  - Zhong N
AU  - Liang Q
AU  - He J
PY  - 2026
JO  - Cyborg and bionic systems (Washington, D.C.)
DO  - 10.34133/cbsystems.0691
UR  - https://doi.org/10.34133/cbsystems.0691
ER  -

APA

J, L., Y, L., W, W., Z, X., Y, L., J, Q., Y, C., Y, H., Y, L., Y, C., S, Z., Z, C., F, W., H, Z., X, L., K, Z., Y, Y., J, N., X, L., L, Y., Y, L., Z, H., D, L., W, Y., H, L., Z, G., Q, W., F, H., M, J., N, Z., Q, L., & J, H. (2026). Bio-Inspired Artificial Intelligence Multimorbidity Score for Human-Machine Clinical Risk Stratification.. Cyborg and bionic systems (Washington, D.C.). https://doi.org/10.34133/cbsystems.0691

Source records

pubmed · retrieved 2026-11-10T06:09:13.571Z